Abstract: development of logistics equipment manufacturing enterprises. From a logical perspective，“AI + logistics”can drive the development of intelligent products across all nodes，diversify virtual agglomeration of industries，transform flexible manufacturing methods，and reconstruct diversified composite business models，empowering logistics equipment manufacturing enterprises to undergo transforma- tion and upgrading. However，issues such as the security dilemma of key core technologies，barriers to the flow of logistics data shar- ing，system lags in production execution units，and high costs associated with deep transformation of enterprises coexist，hindering the effectiveness of“AI+logistics”in empowering the development of logistics equipment manufacturing enterprises. In response， suggestions are made to break through barriers in key core technologies，establish and improve data sharing mechanisms，upgrade the architecture of production execution units，and optimize enterprise upgrading support mechanisms，providing a reference for logistics equipment manufacturing enterprises to adapt to “AI+” logistics.